Abstract: Multivariate time series anomaly detection is crucial in sensitive domains such as cybersecurity and grid monitoring, significantly contributing to the reliability and safety of system ...

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Abstract: Multivariate time series anomaly detection (MTSAD) remains challenging due to the complexity of spatiotemporal dependencies, non-stationary dynamics, and heterogeneous variable interactions.

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